Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9275862 | 0.9819886 | 0.9209676 | 0.0623734 | 0.8981601 |
| bt | 0.7413793 | 0.7984202 | 0.9520584 | 0.1736489 | 0.4487400 |
| maxnet | 0.6655172 | 0.7537526 | 0.9768640 | 0.2201420 | 0.3994487 |
| gam | 0.7321839 | 0.7654818 | 0.9631776 | 0.1803512 | 0.3979453 |
| glm | 0.6885057 | 0.7107436 | 0.8831440 | 0.1950438 | 0.3855956 |